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International Journal of Machine Learning and Cybernetics

Issue 4/2025

Content (35 Articles)

Weakly-supervised label distribution feature selection via label-specific features and label correlation

  • Original Article

Wenhao Shu, Jiayu Hu, Wenbin Qian

Adaptive inertia weights: an effective way to improve parameter estimation of hidden layer in stochastic configuration networks

  • Original Article

Ying Han, Yuanhao Yu, Kun Li

PLSRP: prompt learning for send–receive path prediction

  • Original Article

Qi Wei, Yi-Hong Lu, Dan Du, Huan-Tao Cai, Pei-Yuan Lai, Chang-Dong Wang

A dual branch network combining detail information and color feature for remote sensing image dehazing

  • Original Article

Mengjun Miao, Heming Huang, Kedi Huang, Shanqin Wang

Adversarial de-overlapping learning machines for supervised and semi-supervised learning

  • Original Article

Yichen Sun, Chi Man Vong, Shitong Wang

Masked face recognition based on knowledge distillation and convolutional self-attention network

  • Original Article

Weiguo Wan, Runlin Wen, Li Yao, Yong Yang

Multi-view representation for pathological image classification via contrastive learning

  • Original Article

Kaitao Chen, Shiliang Sun, Jing Zhao, Feng Wang, Qingjiu Zhang

GNNRI: detecting anomalous social network users through heterogeneous information networks and user relevance exploration

  • Original Article

Yangyang Li, Xinyue Sun, Renyu Yang, Xiaoyang Sun, Shiru Chen, Shuhai Wang, Md Zakirul Alam Bhuiyan, Albert Y. Zomaya, Jie Xu

Improved D3QN with graph augmentation for enhanced multi-UAV cooperative path planning in urban environments

  • Original Article

Yonghao Zhao, Jianjun Ni, Guangyi Tang, Yang Gu, Simon X. Yang

Decision making based on AND-logical quantification of uncertainty in pairwise comparisons

  • Original Article

Ya-Ru Chen, Fang Liu, Ji-Ting Mo

SGSM: semi-generalist sensing model combining handcrafted and deep learning methods

  • Original Article

Tianjian Yang, Hao Zhou, Shuo Liu, Kaiwen Guo, Yiwen Hou, Haohua Du, Xiang-Yang Li

Adam energy valley optimization-based routing and RF-Spinalnet enabled medical data classification in IoT

  • Original Article

Suniti Purbey, Nariman Khan, Brijendra Krishna Singh, Santhosh Kumar Balan

Fine-grained multimodal named entity recognition with heterogeneous image-text similarity graphs

  • Original Article

YongPeng Wang, ChunMao Jiang

Off-policy asymptotic and adaptive maximum entropy deep reinforcement learning

  • Original Article

Huihui Zhang, Xu Han

Leveraging LSTM and GRU-based deep neural coordination in intelligent transportation to strengthen security in the Internet of Vehicles

  • Original Article

Cai Yanmin, Arindam Sarkar, Jasni Mohamad Zain, Arindam Bhar, Abdulfattah Noorwali, Kamal M. Othman

A smoothing interval neural networks-based Caputo fractional-order gradient learning algorithm

  • Original Article

Qiang Shao, Yuanquan Liu, Rui Wang, Yan Liu

An incomplete multi-view clustering approach using subspace alignment constraint

  • Original Article

Xueying Niu, Xiaojie Zhao, Lihua Hu, Jifu Zhang

Skin feature point tracking using deep feature encodings

  • Open Access
  • Original Article

Jose Ramon Chang, Torbjörn E. M. Nordling

Attribute reduction based on directional semi-neighborhood rough set

  • Original Article

Damo Qian, Keyu Liu, Jie Wang, Shiming Zhang, Xibei Yang

Robust humanoid robot vehicle ingress with a finite state machine integrated with deep reinforcement learning

  • Original Article

Chenzheng Wang, Xuechao Chen, Zhangguo Yu, Yue Dong, Kehong Chen, Pierre Gergondet

Frequency domain adaptive framework for visible-infrared person re-identification

  • Original Article

Jiangcheng Wang, Yize Li, Xuefeng Tao, Jun Kong

Improving the selection of differential evolution through a quartile-based ranked operator

  • Original Article

Eduardo H. Haro, Diego Oliva, Angel Casas-Ordaz, Elivier Reyes-Davila, Omar Avalos

Enhancing semi-supervised medical image segmentation with bidirectional copy-paste and masked image reconstruction

  • Original Article

Xixuan Yu, Qinghe Ma, Tong Ling, Jiewen Zhu, Yinghuan Shi

See through the noise: revolutionizing medical image diagnosis with quadratic convolutional neural network (Q-CNN)

  • Open Access
  • Original Article

Ki-Young Song, Leslie Ching Ow Tiong, Yunli Lee

Link prediction for multi-layer and heterogeneous cyber-physical networks

  • Original Article

Guoli Yang, Yi Liu

Dynamic networks link prediction based on continuous gated recurrent graph convolution

  • Original Article

Yunchun Liao, Jian Shu, Linlan Liu

Higher-order link prediction via light hypergraph neural network and hybrid aggregator

  • Original Article

Xiaobin Rui, Jiaxin Zhuang, Chengcheng Sun, Zhixiao Wang

A novel data credibility-centric multi-model-based complex systems modeling approach for UAV capability evaluation

  • Original Article

Chen-Hao Yu, Jun-Yi Zhu, Lei-Lei Chang, You Cao, Xiao-Bin Xu, Zhi-Yong Hao

Online streaming feature selection for high-dimensional small-sample data

  • Original Article

Kuangfeng Gong, Guohe Li, Lingyun Guo, Yaojin Lin

TiDEFormer—a heterogenous stacking ensemble approach for time series forecasting of COVID-19 prevalence

  • Original Article

Satya Prakash, Anand Singh Jalal, Pooja Pathak

Deep learning methods for LSTM-based personalized search: a comparative analysis

  • Original Article

Sara Abri, Rayan Abri

Sonar image segmentation using a multi-spatial information constraint fuzzy C-means clustering algorithm based on KL divergence

  • Original Article

Huipu Xu, Yongzhi Li, Meixiang Zhang, Pengfei Tong

FADSiamNet: feature affinity drift siamese network for RGB-T target tracking

  • Original Article

Haiyan Li, Yonghui Cao, Lei Guo, Quan Chen, Zhaisheng Ding, Shidong Xie

Explainable evaluation framework for facial expression recognition in web-based learning environments

  • Original Article

Amira Mouakher, Ruslan Kononov

Os-elm based storage strategy for efficient query in blockchain database

  • Original Article

Dayu Jia, Guanghong Yang, Min Huang, Junchang Xin, Guoren Wang

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